Episode-specific Fine-tuning for Metric-based Few-shot Learners with Optimization-based Training

Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard

In few-shot classification tasks (so-called episodes), a small set of labeled support samples is provided during inference to aid the classification of unlabeled query samples. Met…